Chris Cummings Has Spent a Career Teaching Old Systems New Tricks

From storage efficiency to private-markets AI, Chris Cummings keeps arriving where established industries meet a new operating model. His method is equal parts category design, practical metrics, and impatience with waiting for perfect data.